Image Retargeting by Texture-Aware Synthesis

CORC > 自动化研究所 > 中国科学院自动化研究所 > 模式识别国家重点实验室 > 多媒体计算与图形学团队

	Image Retargeting by Texture-Aware Synthesis
	Dong, Weiming1 ; Wu, Fuzhang 1; Kong, Yan1 ; Mei, Xing1 ; Lee, Tong-Yee 2; Zhang, Xiaopeng1
刊名	IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS
	2016-02-01
卷号	22 期号:2 页码:1088-1101
关键词	Natural image texture detection texture-based significance map texture-aware synthesis
英文摘要	Real-world images usually contain vivid contents and rich textural details, which will complicate the manipulation on them. In this paper, we design a new framework based on exampled-based texture synthesis to enhance content-aware image retargeting. By detecting the textural regions in an image, the textural image content can be synthesized rather than simply distorted or cropped. This method enables the manipulation of textural & non-textural regions with different strategies since they have different natures. We propose to retarget the textural regions by example-based synthesis and non-textural regions by fast multi-operator. To achieve practical retargeting applications for general images, we develop an automatic and fast texture detection method that can detect multiple disjoint textural regions. We adjust the saliency of the image according to the features of the textural regions. To validate the proposed method, comparisons with state-of-the-art image retargeting techniques and a user study were conducted. Convincing visual results are shown to demonstrate the effectiveness of the proposed method.
WOS标题词	Science & Technology ; Technology
类目[WOS]	Computer Science, Software Engineering
研究领域[WOS]	Computer Science
关键词[WOS]	SALIENCY DETECTION ; OPTIMIZATION
收录类别	SCI
语种	英语
WOS记录号	WOS:000367721100006
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/10659]
专题	自动化研究所_模式识别国家重点实验室_多媒体计算与图形学团队
作者单位	1.Chinese Acad Sci, Inst Automat, NLPR LIAMA, Beijing, Peoples R China 2.Natl Cheng Kung Univ, Dept Comp Sci & Informat Engn, Tainan 701, Taiwan
推荐引用方式 GB/T 7714	Dong, Weiming,Wu, Fuzhang,Kong, Yan,et al. Image Retargeting by Texture-Aware Synthesis[J]. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS,2016,22(2):1088-1101.
APA	Dong, Weiming,Wu, Fuzhang,Kong, Yan,Mei, Xing,Lee, Tong-Yee,&Zhang, Xiaopeng.(2016).Image Retargeting by Texture-Aware Synthesis.IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS,22(2),1088-1101.
MLA	Dong, Weiming,et al."Image Retargeting by Texture-Aware Synthesis".IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS 22.2(2016):1088-1101.